Christian F. Baumgartner
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
3
Active years
2016–2025
Best venue rank
A*
Where they publish
Papers
24 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MICCAI | Subgroup Performance Analysis in Hidden Stratifications. | Alceu Bissoto, Trung-Dung Hoang, Tim Flhmann, Susu Sun, Christian F. Baumgartner, Lisa M. Koch |
| 2025 | MICCAI | Segmenting Brain Regions in Low Field Pediatric Brain MR Images Using (Symmetric) NnU-Net ResEnc. | Jan Nikolas Morshuis, Matthias Hein, Christian F. Baumgartner |
| 2025 | MICCAI | Utilizing an Ensemble of 3D U-Nets to Predict High-Field MRI T1-, T2-, and FLAIR-Images from Ultra-Low-Field MRI Images. | Jan Nikolas Morshuis, Matthias Hein, Christian F. Baumgartner |
| 2025 | MICCAI | Mind the Detail: Uncovering Clinically Relevant Image Details in Accelerated MRI with Semantically Diverse Reconstructions. | Jan Nikolas Morshuis, Christian Schlarmann, Thomas Kstner, Christian F. Baumgartner, Matthias Hein |
| 2025 | MICCAI | Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification. | Susu Sun, Dominique van Midden, Geert Litjens, Christian F. Baumgartner |
| 2025 | MICCAI | Is Uncertainty Quantification a Viable Alternative to Learned Deferral? | Anna M. Wundram, Christian F. Baumgartner |
| 2024 | MICCAI | Subgroup-Specific Risk-Controlled Dose Estimation in Radiotherapy. | Paul Fischer, Hannah Willms, Moritz Schneider, Daniela Thorwarth, Michael Muehlebach, Christian F. Baumgartner |
| 2024 | MICCAI | Segmentation-Guided MRI Reconstruction for Meaningfully Diverse Reconstructions. | Jan Nikolas Morshuis, Matthias Hein, Christian F. Baumgartner |
| 2024 | MICCAI | PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration. | Leonard Siegert, Paul Fischer, Mattias P. Heinrich, Christian F. Baumgartner |
| 2024 | MICCAI | Navigating Data Scarcity Using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging. | Stefano Woerner, Christian F. Baumgartner |
| 2024 | MICCAI | Conformal Performance Range Prediction for Segmentation Output Quality Control. | Anna M. Wundram, Paul Fischer, Michael Mhlebach, Lisa M. Koch, Christian F. Baumgartner |
| 2023 | MICCAI | Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction. | Paul Fischer, Thomas Kstner, Christian F. Baumgartner |
| 2023 | MICCAI | Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations? | Susu Sun, Lisa M. Koch, Christian F. Baumgartner |
| 2022 | MICCAI | Adversarial Robustness of MR Image Reconstruction Under Realistic Perturbations. | Jan Nikolas Morshuis, Sergios Gatidis, Matthias Hein, Christian F. Baumgartner |
| 2019 | MICCAI | PHiSeg: Capturing Uncertainty in Medical Image Segmentation. | Christian F. Baumgartner, Kerem Can Tezcan, Krishna Chaitanya, Andreas M. Htker, Urs J. Muehlematter, Khoschy Schawkat, Anton S. Becker, Olivio Donati, Ender Konukoglu |
| 2019 | MICCAI | A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation. | Robin Brgger, Christian F. Baumgartner, Ender Konukoglu |
| 2018 | CVPR | Visual Feature Attribution Using Wasserstein GANs. | Christian F. Baumgartner, Lisa M. Koch, Kerem Can Tezcan, Jia Xi Ang, Ender Konukoglu |
| 2018 | MICCAI | Learning to Segment Medical Images with Scribble-Supervision Alone. | Yigit Baran Can, Krishna Chaitanya, Basil Mustafa, Lisa M. Koch, Ender Konukoglu, Christian F. Baumgartner |
| 2018 | MICCAI | A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols. | Neerav Karani, Krishna Chaitanya, Christian F. Baumgartner, Ender Konukoglu |
| 2018 | MICCAI | Combining Heterogeneously Labeled Datasets For Training Segmentation Networks. | Jana Kemnitz, Christian F. Baumgartner, Wolfgang Wirth, Felix Eckstein, Sebastian K. Eder, Ender Konukoglu |
| 2018 | MICCAI | Automatic Shadow Detection in 2D Ultrasound Images. | Qingjie Meng, Christian F. Baumgartner, Matthew Sinclair, James Housden, Martin Rajchl, Alberto Gmez, Benjamin Hou, Nicolas Toussaint, Veronika A. M. Zimmer, Jeremy Tan, Jacqueline Matthew, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz |
| 2017 | IJCNN | Compositional neural-network modeling of complex analog circuits. | Ramin M. Hasani, Dieter Haerle, Christian F. Baumgartner, Alessio R. Lomuscio, Radu Grosu |
| 2017 | MICCAI | An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation. | Christian F. Baumgartner, Lisa M. Koch, Marc Pollefeys, Ender Konukoglu |
| 2016 | MICCAI | Real-Time Standard Scan Plane Detection and Localisation in Fetal Ultrasound Using Fully Convolutional Neural Networks. | Christian F. Baumgartner, Konstantinos Kamnitsas, Jacqueline Matthew, Sandra Smith, Bernhard Kainz, Daniel Rueckert |